Medical Image Segmentation on coronary DSA dataset
87.71RecallMCDAU_Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MCDAU_NetArchitecture=MCDAU_Net2025.04 | 87.71 | 87.15 | 87.1 | 0.84 | 0.82 | |
| MSA-UNet3+Architecture=MSA-UNet3+2025.04 | 86.78 | 87.78 | 87.73 | 0.76 | 0.74 | |
| FR_UNetArchitecture=FR_UNet2025.04 | 85.98 | 87.28 | 87.23 | 0.92 | 0.9 | |
| CMU_NetArchitecture=CMU_Net2025.04 | 85.14 | 87.45 | 87.4 | 0.85 | 0.83 | |
| MGA_NetArchitecture=MGA_Net2025.04 | 85.06 | 87.07 | 87.02 | 0.86 | 0.84 | |
| CA_NetArchitecture=CA_Net2025.04 | 85.05 | 87.23 | 87.18 | 0.86 | 0.83 | |
| MBS_NetArchitecture=MBS_Net2025.04 | 84.88 | 86.94 | 86.88 | 0.9 | 0.88 | |
| MMDC_NetArchitecture=MMDC_Net2025.04 | 84.56 | 87.11 | 87.06 | 0.9 | 0.87 | |
| IMFF_NetArchitecture=IMFF_Net2025.04 | 84.36 | 87.2 | 87.15 | 0.88 | 0.85 | |
| BCU_NetArchitecture=BCU_Net2025.04 | 83.85 | 85.99 | 85.92 | 1.07 | 1.03 | |
| PMFS_NetArchitecture=PMFS_Net2025.04 | 82.85 | 84.55 | 84.49 | 1.33 | 1.26 | |
| DATrans_UNetArchitecture=DATrans_UNet2025.04 | 82.62 | 85.92 | 85.87 | 1.08 | 1.04 | |
| CMU_NeXtArchitecture=CMU_NeXt2025.04 | 82.57 | 86.66 | 86.61 | 0.96 | 0.91 | |
| Isunetv1Architecture=Isunetv12025.04 | 81.67 | 84.45 | 84.37 | 1.37 | 1.33 | |
| SwinunetArchitecture=Swinunet2025.04 | 79.14 | 81.95 | 81.82 | 1.77 | 1.74 |